Multiple Measurement Truths. One Confident Decision.
Triangulation unifies your attribution methods into a single decision framework, giving leadership a clearer, more complete view of where marketing investment is actually working.
What is Triangulation, and Why It Matters
Modern marketing measurement is powerful, butinherently fragmented.
Marketing Mix Modeling delivers a holistic, long-term view of channel contribution. Geo incrementality testing produces real-world causal lift through controlled experiments. Platform and UTM reporting provides granular, real-time visibility into daily performance.
Each method answers a different question. Triangulation brings them together.
By combining base attribution with causal measurement, then validating across multiple independent approaches, triangulation creates a complete, decision-ready picture of marketing performance.
Today's Best Marketing Teams Don't Rely on a Single Method
They use:
The Challenge
It isn't a lack of measurement. It's the absence of a coherent framework that connects these signals into decisions leadership can act on.
Built for Teams Who Need Measurement They Can Actually Agree On
M-Squared's Triangulation framework was designed for marketing and finance leaders whoneed more than one method's read. They need a unified view that holds up to scrutiny across every stakeholder in the room.
How Triangulation Works
Establish a Base Attribution Layer
We build a consistent, granular view of performance using platform or UTM reporting as the measurement foundation.
Apply Causal Calibration
We incorporate multipliers derived from MMM (long-term modeled impact), geo incrementality tests (experimental lift), and M-Squared benchmarks and expert calibration.
Evaluate Across Multiple Views
Each channel is analyzed across both observed and causally adjusted performance, surfacing where signals converge and wherethey diverge.
Triangulate Toward Directional Truth
By comparing and reconciling these perspectives, we arrive at a directionally reliable view of channel performance — robust enough to guide budget decisions with confidence.
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Triangulation is the foundation of how M-Squared measures performance, but no single method ever stands alone. We reconcile across:
Base Attribution Layer
Platform and UTM reporting establish a consistent, granular view of observed performance across every channel.
Causal Calibration
MMM and geo incrementality multipliers adjust base signals to reflect true business impact, not just reported metrics.
What This Means for You
One View of
Performance.
Shared Across the
Business.
Make Better Budget Decisions
Allocate spend on signals validated across multiple methodologies, not the output of a single model.
Align Strategy with Execution
Bridge the gap between MMM-level strategicin sight and day-to-day performance data.
Increase Confidence in Marketing Investment
Validate channel performance through bothmodeled and experimental evidence before committing budget.
Create a Shared Measurement Language
Give marketing, finance, and leadership a single framework to evaluate performance and resolve disagreements.
Continuously Improve Decision Quality
As new data and experiments are added, triangulation evolves with your business, compounding measurement accuracy over time.
CASE STUDY
How Parachute Home Used Triangulation to Unlock 9% Revenue Growth
Parachute's eCommerce sales were softening. The management team planned to cut media spend and reduce costs. But before making sweeping changes, they needed clarity on what was actually driving revenue across both eCommerce and retail channels.
See Full Case Study